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Nonparametric test for connectivity detection in multivariate autoregressive networks and application to multiunit activity data

Directed connectivity inference has become a cornerstone in neuroscience to analyze multivariate data from neuroimaging and electrophysiological techniques. Here we propose a nonparametric significance method to test the nonzero values of multivariate autoregressive model to infer interactions in re...

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Detalles Bibliográficos
Autores principales: Gilson, M., Tauste Campo, A., Chen, X., Thiele, A., Deco, G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6063719/
https://www.ncbi.nlm.nih.gov/pubmed/30090871
http://dx.doi.org/10.1162/NETN_a_00019